Tag
#methodology
7 posts
- Eval: eforge harness backends AI-assisted Two eforge backends under identical model routing. Token cost replicates across runs. Behavioral metrics don't - and a post written after one run would have been wrong.
- The Handoff AI-assisted Abstracting away the build phase: learning to plan full time.
- What the Diff Already Knows AI-assisted An LLM reading a git diff cold can classify the nature of the work - feature, rework, refactor - with a granularity that file-level metrics can't touch.
- What the Numbers Show AI-assisted I've been tracking machine hours, session concurrency, and code rework across my agentic workflows. The most useful thing the data surfaced wasn't about the machines.
- From Assisted to Agentic AI-assisted AI tool adoption is nearly universal among engineering teams, but the workflows underneath haven't moved.
- The Layer Above AI-assisted The Codex-vs-Claude-Code debate is comparing the wrong layer.
- Expedition, Excursion, Errand AI-assisted A methodology for solo developers using AI agents - when to plan deeply, when to parallelize, when to iterate.